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Efficient and Structural Gradient Compression with Principal Component Analysis for Distributed Training.
Jiaxin Tan
Chao Yao
Zehua Guo
Published in:
APNet (2023)
Keyphrases
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principal component analysis
distributed systems
training procedure
distributed environment
data sets
lightweight
decision trees
training set
structural information
peer to peer
dimensionality reduction
compression scheme
sample size
optical flow
artificial neural networks
multi agent
neural network